{"id":"W2130951797","doi":"10.1503/cmaj.120185","title":"The writer is in","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; The arts; Work (physics); World Wide Web; Computer science; Visual arts; Library science; Art; Political science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004547675,0.001202601,0.001464558,0.001355999,0.01044424,0.01696903,0.002094528,0.003756181,0.1369114],"category_scores_gemma":[0.03004284,0.0005474558,0.0008741523,0.001400795,0.004418958,0.005940449,0.004474572,0.01162126,0.1063748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006343278,"about_ca_system_score_gemma":0.02373304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02694997,"about_ca_topic_score_gemma":0.05140232,"domain_scores_codex":[0.9934641,0.0008402605,0.0003818486,0.001279047,0.00301984,0.001014896],"domain_scores_gemma":[0.9566416,0.002436819,0.001141047,0.003009879,0.02878553,0.007985061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004373347,0.00001361842,0.0002307835,0.0001148866,0.000005988381,0.0001741443,0.0005580907,0.00001386198,0.0003109414,0.003692793,0.9718033,0.02303791],"study_design_scores_gemma":[0.000003625279,0.00000988694,0.0001039957,0.00006796968,0.000005544632,0.0002425798,0.0005793163,0.00001254498,0.0001679577,0.0003310378,0.9984667,0.000008853202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001735144,0.01432674,0.002595256,0.3446047,0.4331813,0.0001464527,0.0007498651,0.001799202,0.2008612],"genre_scores_gemma":[0.01386029,0.007628222,0.001782851,0.094234,0.02253176,0.00009095382,0.0004917395,0.0007303955,0.8586497],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1369114,"threshold_uncertainty_score":0.4580142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009146747979534183,"score_gpt":0.2944086265624086,"score_spread":0.2852618785828744,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}